Document the qwen_syn30v15_fixed run
Browse files
README.md
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# Shadow Interface Evolution Trajectories
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OSWorld V2 evaluation trajectories from Shadow Interface Evolution
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| Archive | Evolution experiment | Variant | Trajectories | Full-credit accuracy | Mean partial score |
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| --- | --- | --- | ---: | ---: | ---: |
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through OpenRouter/novita with fallbacks disabled, the Prime Agent harness, an
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interface-declared context window, 300 agent steps and a two-hour wall-clock
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limit per task, and a linear mutation-only route with latest-parent selection.
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---
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# Shadow Interface Evolution Trajectories
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OSWorld V2 evaluation trajectories from Shadow Interface Evolution, and the evolved shadow-interface source trees that produced them.
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| Archive | Evolution experiment | Variant | Trajectories | Full-credit accuracy | Mean partial score |
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| --- | --- | --- | ---: | ---: | ---: |
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through OpenRouter/novita with fallbacks disabled, the Prime Agent harness, an
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interface-declared context window, 300 agent steps and a two-hour wall-clock
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limit per task, and a linear mutation-only route with latest-parent selection.
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## qwen_syn30v15_fixed (seed + five evolution steps, with software repositories)
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This is the corrected rerun of the `qwen_synthetic30v15` experiment above. The
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task-package defect that starved the earlier run of its nine web tasks is
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fixed, so **every variant here was evolved against the full 30 training
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trajectories** (bar six individual task failures noted below). It runs five
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evolution steps instead of one, with crossover enabled at cadence 2 and
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tournament parent selection, which produces a branching lineage rather than a
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linear chain.
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It is also the first entry in this dataset to publish the **evolved software
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repositories** alongside the trajectories. For each variant,
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`qwen_syn30v15_fixed_<variant>_software_repository.zip` contains the complete
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`shadow_interface/` source tree at that variant's git tag — the artifact the
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builder actually evolved, and the thing the agent imports at task time.
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`qwen_syn30v15_fixed/manifest.json` records each variant's git tag and commit,
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parent, operation, step, validation score, and file counts.
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| Archive pair | Variant | Operation | Parent | Trajectories | Source files | Val full-credit | Val mean partial |
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| --- | --- | --- | --- | ---: | ---: | ---: | ---: |
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| qwen_syn30v15_fixed_seed_* | seed | seed | — | 45 (30 train + 15 val) | 10 | 1/15 (6.7%) | 0.2350 |
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| qwen_syn30v15_fixed_if-001_* | if-001 | mutation | seed | 42 (29 train + 13 val) | 14 | 0/15 (0.0%) | 0.1747 |
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| qwen_syn30v15_fixed_if-002_* | if-002 | crossover | seed | 45 (30 train + 15 val) | 14 | **3/15 (20.0%)** | 0.2850 |
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| qwen_syn30v15_fixed_if-003_* | if-003 | mutation | if-002 | 45 (30 train + 15 val) | 15 | 1/15 (6.7%) | **0.3390** |
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| qwen_syn30v15_fixed_if-004_* | if-004 | crossover | if-002 | 44 (30 train + 14 val) | 15 | 2/15 (13.3%) | 0.2267 |
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| qwen_syn30v15_fixed_if-005_* | if-005 | mutation | if-003 | 44 (30 train + 14 val) | 21 | 1/15 (6.7%) | 0.1879 |
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**Only the validation columns are scores.** As above, the 30 synthetic training
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tasks have no verifiers and record a dummy constant zero labelled `UNGRADED:
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constant zero; use trajectories, not scores`. Validation figures come from the
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variant records in `shadow_evolution_osworld_v2_qwen_syn30v15_fixed.db`.
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The lineage branches: `seed -> if-001` and `seed -> if-002`, then
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`if-002 -> if-003` and `if-002 -> if-004`, then `if-003 -> if-005`. The peak is
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if-003 at 0.3390 mean partial, a 44% relative gain over the seed; if-002 has the
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highest full-credit count. The two steps after if-003 both regress, so this run
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gives no evidence that further steps would help.
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**Six trajectories are missing, and none of them is the old Chrome fault.**
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Across all 270 task runs there were zero `ECONNREFUSED` failures, zero browser
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UTC failures, and zero tracebacks. The gaps are: `s_003`, `046` and `072` in
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if-001; `072` in if-004; `007` and `072` in if-005. Five of the six are a
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transient outage of the `teamchat.site.hku.icu` task website, which recovered
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during the run; `007` in if-005 is a user-simulator failure. Task `072` is the
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seed's only full-credit validation task, and losing it in three separate
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variants depresses those variants' validation scores relative to the seed.
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The recorded run uses Qwen3.8-27B for both the builder and the task agent
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through OpenRouter/novita with fallbacks disabled, the Prime Agent harness, an
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interface-declared context window, 300 agent steps and a two-hour wall-clock
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limit per task, 40 concurrent VMs, and a deterministic scheduler with crossover
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cadence 2. Total API cost across the six variants was $396.13, of which $4.60
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was the builder and $391.53 the task agent.
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GitLab personal access tokens that a task agent minted inside a task VM's own
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GitLab instance have been redacted from the if-004 archive. Those VMs were
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destroyed at the end of the run; the redaction is a precaution, not a response
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to a live credential.
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